hallucination detection

Contrastive Error Attribution for Finetuned Language Models ACL 2023 CReTIHC: Designing Causal Reasoning Tasks about Temporal Interventions and Hallucinated Confoundings EMNLP 2023 DelucionQA: Detecting Hallucinations in Domain-specific Question Answering EMNLP 2023 Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better ACL 2023 Detecting and Mitigating Hallucinations in Multilingual Summarisation EMNLP 2023 Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus EMNLP 2023 Evaluating Object Hallucination in Large Vision-Language Models EMNLP 2023 Evaluating Open-Domain Question Answering in the Era of Large Language Models ACL 2023 Evaluating the Factual Consistency of Large Language Models Through News Summarization ACL 2023 Eyes Show the Way: Modelling Gaze Behaviour for Hallucination Detection EMNLP 2023 Fast and Accurate Factual Inconsistency Detection Over Long Documents EMNLP 2023 Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text Generation EMNLP 2023 GUMSum: Multi-Genre Data and Evaluation for English Abstractive Summarization ACL 2023 Hallucination Detection for Generative Large Language Models by Bayesian Sequential Estimation EMNLP 2023 Hallucination Detection for Grounded Instruction Generation EMNLP 2023 HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation EMNLP 2023 INVITE: a Testbed of Automatically Generated Invalid Questions to Evaluate Large Language Models for Hallucinations EMNLP 2023 Is the Answer in the Text? Challenging ChatGPT with Evidence Retrieval from Instructive Text EMNLP 2023 Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation EACL 2023 Models See Hallucinations: Evaluating the Factuality in Video Captioning EMNLP 2023 Optimal Transport for Unsupervised Hallucination Detection in Neural Machine Translation ACL 2023 Pragmatic Pertinence: A Learnable Confidence Metric to Assess the Subjective Quality of LM-Generated Text Interspeech 2023 PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition ACL 2023 SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency EMNLP 2023 SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation ACL 2023